Talks

The two conference days are packed with talks about Python by speakers from Taiwan and around the world. The talks will be either 15- or 30-minute long. Three tracks of talks will be delivered simultaneously, all with different topics and difficulties. We suggest you to plan beforehand, and choose what you want to listen based on your interests. Many people take notes on the program schedule before the meeting so they don't end up in the wrong place.

Program schedule is subject to change. Please check this page frequently to get the latest version.

Security

• So, You Want to Build an Anti-Virus Engine? by JunWei Song and KunYu Chen

• Computation Techniques for Encrypted Data using Python by Gajendra Deshpande

Application

• PyPtt - 當 Python 遇上 PTT by CodingMan

• Airflow 於 ETL 的初步應用 by ZenoPeng

• CBFHSS 專為高中生設計的管家型聊天機器人 by 廖煥杰

• Django, Celery 與 Windows 的美麗邂逅 by Hane Liu

Project Tooling

• Package Python Code the Hard Way Community Track by Tzu-ping Chung

• Time travel: Let’s learn from the history of Python packaging! by Kir Chou

• Join PyCon JP as a staff with Python! by nikkie

FinTech

• 用 Python 打造機器學習股票交易訊號 Community Track by 韓承佑

• Deploy Your Model to Live Trading Community Track by YVictor

• 基於數位軌跡資料，釐清客戶需求與建立客戶畫像分群系統 Community Track by Roye Qiu

Best Practices & Patterns

• Modern recommender system in large content website Community Track by Cyrus Chiu

• Celery meets Singleton Community Track by 郭學聰 (Hsueh-Tsung Kuo)

• Notes about moving from Python to C++ by Yung-Yu Chen

• Fixit - a lint framework writes better Python code for you by Jimmy Lai

Internet of Things

• 用Python與Raspberry Pi打造手持式無線IoT設備-[R-type鐵水溫度計] by Ryan Chen

• 水文監控-以Python走過的那些路(坑) by Malo

Python Core (language, stdlib, etc.)

• Python Application Dependency Management in 2020 Community Track by Liuyang Wan

• Why should you learn writing C extension? Community Track by Gavin Chan

• Speed Up Your Data Processing: Parallel and Asynchronous Programming in Data Science by Chin Hwee Ong

Systems Administration

• Network Automation with Python by Eric Chou

Data Analysis

• 誰識KOL? 2020台灣總統大選在 Facebook 上的社群網絡分析 by 游騰林

• 重力波調查員：鄉民都來分析重力波觀測資料 Community Track by 蘇羿豪

• Koalas - An Interface for Pandas User to Leverage Spark Framework. by 許理賀

Machine Learning

• Track Machine Learning Applications by MLflow Tracking by Shuhsi Lin

• Corona-Net: Fighting COVID-19 with Machine Learning by Choi Ching Lam

• 防疫大作戰！使用 Raspberry Pi + Thermal Camera + Python 自製熱像儀 Community Track by sosorry

Testing

• 使用 airflow 執行爬蟲單元測試來打造網站改版自動偵測通知服務 Community Track by Mark Chang

• 網頁自動化測試 -- 從內部工具開始 by Set Mao

Science

• Python Approach to Quantum Computing - Cirq Framework and More Community Track by 何泰祥 Taihsiang Ho (tai271828)

• Four Ways to Boost Your NumPy Performance Community Track by clyang

Education

• Practical Report on Programming Education Using Python for Elementary School Students by Daisuke Saito

Embedded Systems

• Life is Short - How Python Can Help Developing Intermittent System by PunchShadow

Other

• 不顧 PM 反對，工程師執意擔任 3D 美術 by Rain Wu

• 我們如何在醫院打造即時醫療影像AI平台 Community Track by Max Lai

Natural Language Processing

• My High School Intern Project: Constructing an AI Helper for Cyber Threat Intelligence Analysis Community Track by Chia-En Tsai

• Loki：自動生成 Python 碼的 Chatbot 意圖分類引擎 by PeterWolf

Community

• Decade of PyCon JP: How we spread the Python community in Japan by Takanori Suzuki

Invited Events

• Practical Enterprise JupyterHub Deployment and MLOps with PrimeHub Community Track by Chia-liang Kao